Numerical evaluation metrics

Metric xgboost cnn naive lstm
mae 0.40 0.37 0.42 0.38
cor 0.92 0.93 0.91 0.93
ratio_of_sd 0.91 0.96 0.91 0.96
KGE 0.88 0.92 0.88 0.92
amplitude_mae 0.85 0.64 0.82 0.68
maximum_difference 5.30 4.77 5.40 4.85
sign_correlation 0.70 0.70 0.71 0.72
extreme_correlation 0.59 0.68 0.59 0.62
qqplot_mae 0.10 0.06 0.10 0.04
acf_mae 0.09 0.05 0.08 0.05
extremogram_mae 0.05 0.02 0.06 0.03


Graphical evaluation metrics